Designed especially for neurobiologists, FluoRender is an interactive tool for multi-channel fluorescence microscopy data visualization and analysis.
Deep brain stimulation
BrainStimulator is a set of networks that are used in SCIRun to perform simulations of brain stimulation such as transcranial direct current stimulation (tDCS) and magnetic transcranial stimulation (TMS).
Developing software tools for science has always been a central vision of the SCI Institute.
Dr. Shikha Dubey

Dr. Shikha Dubey - Postdoctoral Research Associate

WEB 2807
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supervisor Dr. Shirren Elhabian & Dr. Beatrice Knudsen
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Background

Dr. Dubey completed her Ph.D. degree in Electrical Engineering and Computer Science from GIST (Gwangju Institute of Science and Technology), South Korea in Dec. 2022, under the supervision of Prof. Moongu Jeon. Her Ph.D. dissertation focused on exploring inductive biases in deep neural networks for visual perception. She received an M.S. degree (Gold Medalist) in Computational Science and Applications in Signal Processing from Banaras Hindu University (B.H.U.), Varanasi, India, in 2016.

Current Responsibilities

Dr. Dubey's current research focuses on advanced machine learning/deep learning and statistical methods to analyze and quantify medical images (e.g., CTs, MRIs, and histopathology images).

Research Interests

  • Advanced machine learning & deep learning methods for several biomedical applications
  • Visual perception modeling
  • Scalable medical imaging
  • High-performance computing